
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.7304 top1= 56.2500

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=0.027


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.2792 top1= 68.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3009 top1= 19.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4137 top1= 21.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3950 top1= 19.8818

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.9292 top1= 76.4205

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.292



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=0.241


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.6431 top1= 81.5341

=== Log global consensus distance @ E2B10 ===
consensus_distance=2.673



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.051
clique2_consensus_distance=3.905


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.5292 top1= 85.2273

=== Log global consensus distance @ E2B20 ===
consensus_distance=2.714



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=3.998



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0953 top1= 28.8662


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6037 top1= 31.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0925 top1= 27.9046

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5529 top1= 82.6705

=== Log global consensus distance @ E3B0 ===
consensus_distance=3.403



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=6.970


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4955 top1= 86.3636

=== Log global consensus distance @ E3B10 ===
consensus_distance=3.849



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=10.288


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4245 top1= 89.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=3.866



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.093
clique2_consensus_distance=10.347



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3488 top1= 29.4471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7020 top1= 32.4219


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6835 top1= 27.6042

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3255 top1= 90.0568

=== Log global consensus distance @ E4B0 ===
consensus_distance=3.888



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=10.405


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3739 top1= 88.3523

=== Log global consensus distance @ E4B10 ===
consensus_distance=3.905



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=10.452


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3426 top1= 89.4886

=== Log global consensus distance @ E4B20 ===
consensus_distance=3.922



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=10.495



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4728 top1= 30.1683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7780 top1= 32.4820


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8255 top1= 27.4139

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2544 top1= 92.6136

=== Log global consensus distance @ E5B0 ===
consensus_distance=3.943



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=10.550


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3149 top1= 90.3409

=== Log global consensus distance @ E5B10 ===
consensus_distance=3.957



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=10.587


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3579 top1= 90.0568

=== Log global consensus distance @ E5B20 ===
consensus_distance=3.889



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=10.331



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5585 top1= 30.8794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7812 top1= 34.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9664 top1= 27.4339

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2470 top1= 92.3295

=== Log global consensus distance @ E6B0 ===
consensus_distance=3.921



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=10.454


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2058 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=3.930



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=10.476


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2366 top1= 92.3295

=== Log global consensus distance @ E6B20 ===
consensus_distance=3.941



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=10.501



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6905 top1= 31.5505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8869 top1= 30.9295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0904 top1= 27.4740

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2000 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=4.027



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=10.780


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2631 top1= 91.4773

=== Log global consensus distance @ E7B10 ===
consensus_distance=4.038



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=10.807


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2358 top1= 92.0455

=== Log global consensus distance @ E7B20 ===
consensus_distance=4.043



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=10.817



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7802 top1= 31.7708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9404 top1= 32.1915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1892 top1= 27.8345

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1665 top1= 94.8864

=== Log global consensus distance @ E8B0 ===
consensus_distance=4.056



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=10.850


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2229 top1= 92.3295

=== Log global consensus distance @ E8B10 ===
consensus_distance=4.062



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=10.866


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2159 top1= 92.6136

=== Log global consensus distance @ E8B20 ===
consensus_distance=4.073



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=10.890



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8656 top1= 31.9812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9876 top1= 32.2516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2807 top1= 28.3554

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1516 top1= 95.7386

=== Log global consensus distance @ E9B0 ===
consensus_distance=4.084



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=10.917


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2108 top1= 92.3295

=== Log global consensus distance @ E9B10 ===
consensus_distance=4.091



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=10.935


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2073 top1= 92.3295

=== Log global consensus distance @ E9B20 ===
consensus_distance=4.099



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=10.955



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9517 top1= 32.1214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0370 top1= 32.2416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3747 top1= 28.7260

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1383 top1= 96.0227

=== Log global consensus distance @ E10B0 ===
consensus_distance=4.110



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=10.980


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1943 top1= 92.8977

=== Log global consensus distance @ E10B10 ===
consensus_distance=4.116



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=10.995


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1986 top1= 92.3295

=== Log global consensus distance @ E10B20 ===
consensus_distance=4.125



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=11.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0122 top1= 32.2015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0735 top1= 32.5521


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4371 top1= 29.3169

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1361 top1= 95.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=4.134



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=11.038


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1683 top1= 94.6023

=== Log global consensus distance @ E11B10 ===
consensus_distance=4.137



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=11.043


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1691 top1= 93.7500

=== Log global consensus distance @ E11B20 ===
consensus_distance=4.143



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=11.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0863 top1= 32.2416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1677 top1= 30.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5135 top1= 29.6474

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1148 top1= 96.5909

=== Log global consensus distance @ E12B0 ===
consensus_distance=4.151



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.168
clique2_consensus_distance=11.078


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1586 top1= 94.6023

=== Log global consensus distance @ E12B10 ===
consensus_distance=4.159



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.171
clique2_consensus_distance=11.095


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1559 top1= 94.0341

=== Log global consensus distance @ E12B20 ===
consensus_distance=4.164



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.172
clique2_consensus_distance=11.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1520 top1= 32.1414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2166 top1= 30.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5682 top1= 30.0481

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1069 top1= 96.5909

=== Log global consensus distance @ E13B0 ===
consensus_distance=4.172



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.175
clique2_consensus_distance=11.126


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1393 top1= 94.8864

=== Log global consensus distance @ E13B10 ===
consensus_distance=4.177



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.176
clique2_consensus_distance=11.140


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1468 top1= 94.3182

=== Log global consensus distance @ E13B20 ===
consensus_distance=4.183



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.178
clique2_consensus_distance=11.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2065 top1= 32.1214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2623 top1= 30.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6244 top1= 30.4888

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0970 top1= 97.1591

=== Log global consensus distance @ E14B0 ===
consensus_distance=4.191



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.181
clique2_consensus_distance=11.172


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1377 top1= 95.4545

=== Log global consensus distance @ E14B10 ===
consensus_distance=4.196



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.183
clique2_consensus_distance=11.184


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1417 top1= 94.0341

=== Log global consensus distance @ E14B20 ===
consensus_distance=4.201



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.184
clique2_consensus_distance=11.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2691 top1= 32.1615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3215 top1= 30.1282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6889 top1= 30.5889

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0921 top1= 97.1591

=== Log global consensus distance @ E15B0 ===
consensus_distance=4.209



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.187
clique2_consensus_distance=11.216


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1356 top1= 95.1705

=== Log global consensus distance @ E15B10 ===
consensus_distance=4.215



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.189
clique2_consensus_distance=11.230


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1466 top1= 94.6023

=== Log global consensus distance @ E15B20 ===
consensus_distance=4.220



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.191
clique2_consensus_distance=11.241



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3121 top1= 32.2216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3232 top1= 31.3401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7253 top1= 30.9095

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0931 top1= 97.1591

=== Log global consensus distance @ E16B0 ===
consensus_distance=4.227



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=11.257


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1353 top1= 95.4545

=== Log global consensus distance @ E16B10 ===
consensus_distance=4.232



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.196
clique2_consensus_distance=11.270


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1468 top1= 94.8864

=== Log global consensus distance @ E16B20 ===
consensus_distance=4.236



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.197
clique2_consensus_distance=11.280



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3618 top1= 32.2616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3889 top1= 30.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7807 top1= 31.1298

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0840 top1= 97.1591

=== Log global consensus distance @ E17B0 ===
consensus_distance=4.240



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=11.288


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1157 top1= 96.3068

=== Log global consensus distance @ E17B10 ===
consensus_distance=4.244



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=11.297


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1281 top1= 95.1705

=== Log global consensus distance @ E17B20 ===
consensus_distance=4.250



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=11.312



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4087 top1= 32.0713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4510 top1= 29.0865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8202 top1= 31.2901

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0810 top1= 97.1591

=== Log global consensus distance @ E18B0 ===
consensus_distance=4.253



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=11.318


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1159 top1= 96.0227

=== Log global consensus distance @ E18B10 ===
consensus_distance=4.259



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=11.332


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1188 top1= 95.1705

=== Log global consensus distance @ E18B20 ===
consensus_distance=4.262



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=11.340



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4499 top1= 32.3017


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5206 top1= 27.9948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8580 top1= 31.5204

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0733 top1= 97.1591

=== Log global consensus distance @ E19B0 ===
consensus_distance=4.268



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.206
clique2_consensus_distance=11.352


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1154 top1= 96.0227

=== Log global consensus distance @ E19B10 ===
consensus_distance=4.273



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=11.364


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1155 top1= 95.4545

=== Log global consensus distance @ E19B20 ===
consensus_distance=4.275



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=11.369



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4950 top1= 32.1314


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6048 top1= 26.7528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9095 top1= 31.7208

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0685 top1= 97.7273

=== Log global consensus distance @ E20B0 ===
consensus_distance=4.280



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.210
clique2_consensus_distance=11.382


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1053 top1= 96.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=4.286



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.212
clique2_consensus_distance=11.395


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1104 top1= 95.7386

=== Log global consensus distance @ E20B20 ===
consensus_distance=4.289



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.213
clique2_consensus_distance=11.403



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5390 top1= 32.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5825 top1= 28.4255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9479 top1= 31.7808

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0671 top1= 97.7273

=== Log global consensus distance @ E21B0 ===
consensus_distance=4.294



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.215
clique2_consensus_distance=11.414


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1082 top1= 96.5909

=== Log global consensus distance @ E21B10 ===
consensus_distance=4.299



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.217
clique2_consensus_distance=11.426


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1047 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=4.300



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.216
clique2_consensus_distance=11.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5709 top1= 32.1314


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6724 top1= 26.6627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9792 top1= 31.9812

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0630 top1= 98.0114

=== Log global consensus distance @ E22B0 ===
consensus_distance=4.304



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.218
clique2_consensus_distance=11.438


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0933 top1= 97.1591

=== Log global consensus distance @ E22B10 ===
consensus_distance=4.308



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.219
clique2_consensus_distance=11.447


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0998 top1= 96.0227

=== Log global consensus distance @ E22B20 ===
consensus_distance=4.312



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.220
clique2_consensus_distance=11.456



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6143 top1= 32.0012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6854 top1= 27.2837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0159 top1= 32.0312

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0614 top1= 98.0114

=== Log global consensus distance @ E23B0 ===
consensus_distance=4.318



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.223
clique2_consensus_distance=11.469


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0948 top1= 96.8750

=== Log global consensus distance @ E23B10 ===
consensus_distance=4.322



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=11.478


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0986 top1= 96.3068

=== Log global consensus distance @ E23B20 ===
consensus_distance=4.324



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=11.483



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6599 top1= 32.0413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8104 top1= 24.9099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0514 top1= 32.2115

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0554 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=4.328



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.225
clique2_consensus_distance=11.493


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0879 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=4.332



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.228
clique2_consensus_distance=11.502


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0972 top1= 96.8750

=== Log global consensus distance @ E24B20 ===
consensus_distance=4.336



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=11.511



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6881 top1= 31.8810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8166 top1= 25.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0864 top1= 32.4619

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0536 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=4.339



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=11.518


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0851 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=4.344



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.231
clique2_consensus_distance=11.529


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0930 top1= 96.8750

=== Log global consensus distance @ E25B20 ===
consensus_distance=4.347



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.232
clique2_consensus_distance=11.537



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7221 top1= 31.9211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8195 top1= 26.3922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1153 top1= 32.5020

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0532 top1= 98.0114

=== Log global consensus distance @ E26B0 ===
consensus_distance=4.350



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.233
clique2_consensus_distance=11.544


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0870 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=4.354



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.235
clique2_consensus_distance=11.553


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0902 top1= 96.8750

=== Log global consensus distance @ E26B20 ===
consensus_distance=4.358



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.237
clique2_consensus_distance=11.563



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7559 top1= 32.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8206 top1= 26.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1445 top1= 32.6022

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0509 top1= 98.8636

=== Log global consensus distance @ E27B0 ===
consensus_distance=4.361



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=11.570


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0857 top1= 97.7273

=== Log global consensus distance @ E27B10 ===
consensus_distance=4.363



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=11.573


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0889 top1= 97.1591

=== Log global consensus distance @ E27B20 ===
consensus_distance=4.366



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=11.579



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7812 top1= 32.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9110 top1= 25.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1842 top1= 32.6422

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0475 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=4.371



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.241
clique2_consensus_distance=11.591


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0808 top1= 97.7273

=== Log global consensus distance @ E28B10 ===
consensus_distance=4.375



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.242
clique2_consensus_distance=11.602


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0824 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=4.377



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.243
clique2_consensus_distance=11.605



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8207 top1= 31.8810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9253 top1= 25.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2020 top1= 32.8425

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0468 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=4.381



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=11.614


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0753 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=4.384



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.245
clique2_consensus_distance=11.620


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0807 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=4.388



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=11.629



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8513 top1= 32.0012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9330 top1= 26.1318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2325 top1= 32.9127

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0437 top1= 98.8636

=== Log global consensus distance @ E30B0 ===
consensus_distance=4.390



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.248
clique2_consensus_distance=11.634


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0710 top1= 98.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=4.392



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=11.640


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0781 top1= 98.0114

=== Log global consensus distance @ E30B20 ===
consensus_distance=4.396



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.249
clique2_consensus_distance=11.649



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8783 top1= 31.9411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9485 top1= 26.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2650 top1= 32.9026

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0442 top1= 98.8636

=== Log global consensus distance @ E31B0 ===
consensus_distance=4.400



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.251
clique2_consensus_distance=11.656


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0726 top1= 98.0114

=== Log global consensus distance @ E31B10 ===
consensus_distance=4.403



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.252
clique2_consensus_distance=11.665


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0783 top1= 97.4432

=== Log global consensus distance @ E31B20 ===
consensus_distance=4.406



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.253
clique2_consensus_distance=11.673



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9004 top1= 31.9611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9448 top1= 27.2436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2800 top1= 33.0729

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0422 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=4.410



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=11.681


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0668 top1= 98.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=4.409



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=11.679


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0711 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=4.413



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=11.687



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9360 top1= 31.9111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1324 top1= 23.8181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3191 top1= 33.0529

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0387 top1= 99.1477

=== Log global consensus distance @ E33B0 ===
consensus_distance=4.416



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=11.694


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0644 top1= 98.2955

=== Log global consensus distance @ E33B10 ===
consensus_distance=4.421



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.258
clique2_consensus_distance=11.705


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0678 top1= 98.2955

=== Log global consensus distance @ E33B20 ===
consensus_distance=4.423



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.259
clique2_consensus_distance=11.710



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9708 top1= 31.7708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1174 top1= 24.6494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3415 top1= 33.0929

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0375 top1= 99.1477

=== Log global consensus distance @ E34B0 ===
consensus_distance=4.426



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=11.717


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0644 top1= 98.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=4.428



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=11.720


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0665 top1= 98.2955

=== Log global consensus distance @ E34B20 ===
consensus_distance=4.431



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=11.727



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9881 top1= 31.8910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0753 top1= 25.8614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3614 top1= 33.2031

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0349 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=4.435



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.264
clique2_consensus_distance=11.736


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0601 top1= 98.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=4.436



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.263
clique2_consensus_distance=11.738


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0687 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=4.440



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.265
clique2_consensus_distance=11.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0313 top1= 31.6707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1261 top1= 25.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3970 top1= 33.2031

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0355 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=4.444



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=11.757


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0599 top1= 98.2955

=== Log global consensus distance @ E36B10 ===
consensus_distance=4.445



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=11.760


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0672 top1= 98.2955

=== Log global consensus distance @ E36B20 ===
consensus_distance=4.447



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=11.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0347 top1= 31.8009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1709 top1= 25.1402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4041 top1= 33.3433

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0332 top1= 99.1477

=== Log global consensus distance @ E37B0 ===
consensus_distance=4.452



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.269
clique2_consensus_distance=11.775


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0610 top1= 98.2955

=== Log global consensus distance @ E37B10 ===
consensus_distance=4.454



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=11.780


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0598 top1= 98.8636

=== Log global consensus distance @ E37B20 ===
consensus_distance=4.455



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=11.782



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0732 top1= 31.8109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2882 top1= 23.2973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4381 top1= 33.3534

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0337 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=4.459



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=11.790


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0525 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=4.461



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.273
clique2_consensus_distance=11.796


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0601 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=4.465



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.274
clique2_consensus_distance=11.803



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1090 top1= 31.7308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2375 top1= 24.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4585 top1= 33.3133

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0317 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=4.468



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=11.811


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0499 top1= 98.2955

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.470



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=11.815


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0565 top1= 98.8636

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.472



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=11.820



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1246 top1= 31.7608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2518 top1= 24.8097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4799 top1= 33.4235

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0293 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=4.476



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=11.829


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0507 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=4.476



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=11.828


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0529 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=4.478



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.277
clique2_consensus_distance=11.833



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1533 top1= 31.6506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3979 top1= 22.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5059 top1= 33.4635

